| Deep generative selection models of T and B cell receptor repertoires with soNNia G Isacchini, AM Walczak, T Mora, A Nourmohammad Proceedings of the National Academy of Sciences 118 (14), e2023141118, 2021 | 52 | 2021 |
| Population variability in the generation and selection of T-cell repertoires Z Sethna, G Isacchini, T Dupic, T Mora, AM Walczak, Y Elhanati PLOS Computational Biology 16 (12), e1008394, 2020 | 51 | 2020 |
| Dynamics of B cell repertoires and emergence of cross-reactive responses in patients with different severities of COVID-19 Z Montague, H Lv, J Otwinowski, WS DeWitt, G Isacchini, GK Yip, WW Ng, ... Cell Reports 35 (8), 2021 | 44* | 2021 |
| A Markovian model of evolving world input-output network V Moosavi, G Isacchini PloS one 12 (10), e0186746, 2017 | 17 | 2017 |
| Generative models of T-cell receptor sequences G Isacchini, Z Sethna, Y Elhanati, A Nourmohammad, AM Walczak, ... Physical Review E 101 (6), 062414, 2020 | 10 | 2020 |
| A new inference approach for training shallow and deep generalized linear models of noisy interacting neurons G Mahuas, G Isacchini, O Marre, U Ferrari, T Mora Advances in neural information processing systems 33, 5070-5080, 2020 | 9 | 2020 |
| Volunteer computing experience with ATLAS@ Home C Adam-Bourdarios, R Bianchi, D Cameron, A Filipčič, G Isacchini, ... Journal of Physics: Conference Series 898 (5), 052009, 2017 | 8 | 2017 |
| SOS: online probability estimation and generation of T-and B-cell receptors G Isacchini, C Olivares, A Nourmohammad, AM Walczak, T Mora Bioinformatics 36 (16), 4510-4512, 2020 | 3 | 2020 |
| Local and Global Variability in Developing Human T-Cell Repertoires G Isacchini, V Quiniou, P Barennes, V Mhanna, H Vantomme, P Stys, ... PRX Life 2 (1), 013011, 2024 | | 2024 |
| Lineage frequency fluctuations reveal the spatial dynamics of disease transmission in SARS-CoV-2 T Okada, G Isacchini, Q Yu, O Hallatschek APS March Meeting Abstracts 2023, Z08. 003, 2023 | | 2023 |
| Mutual information maximization for amortized likelihood inference from sampled trajectories: MINIMALIST G Isacchini, N Spisak, A Nourmohammad, T Mora, AM Walczak Physical Review E 105 (5), 055309, 2022 | | 2022 |
| Statistical learning of immune receptor repertoires G Isacchini Université Paris sciences et lettres, 2021 | | 2021 |
Armita NourmohammadAssociate Professor, University of WashingtonVerified email at uw.edu
